Tanujit Chakraborty

Tanujit Chakraborty

Indian Statistical Institute

H-index: 11

Asia-India

About Tanujit Chakraborty

Tanujit Chakraborty, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at Indian Statistical Institute, specializes in the field of Machine Learning, Deep Learning, Forecasting, Health Data Science, Reinforcement Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

WaveCatBoost for Probabilistic Forecasting of Regional Air Quality Data

Survival modeling using deep learning, machine learning and statistical methods: A comparative analysis for predicting mortality after hospital admission

Ten years of generative adversarial nets (GANs): a survey of the state-of-the-art

When Geoscience Meets Generative AI and Large Language Models: Foundations, Trends, and Future Challenges

Van der Pol-informed Neural Networks for Multi-step-ahead Forecasting of Extreme Climatic Events

Forecasting CPI inflation under economic policy and geo-political uncertainties

Prediction of Transportation Index for Urban Patterns in Small and Medium-sized Indian Cities using Hybrid RidgeGAN Model

Skew Probabilistic Neural Networks for Learning from Imbalanced Data

Tanujit Chakraborty Information

University

Position

___

Citations(all)

843

Citations(since 2020)

832

Cited By

275

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

11

i10Index(since 2020)

11

Email

University Profile Page

Indian Statistical Institute

Google Scholar

View Google Scholar Profile

Tanujit Chakraborty Skills & Research Interests

Machine Learning

Deep Learning

Forecasting

Health Data Science

Reinforcement Learning

Top articles of Tanujit Chakraborty

Title

Journal

Author(s)

Publication Date

WaveCatBoost for Probabilistic Forecasting of Regional Air Quality Data

arXiv preprint arXiv:2404.05482

Jintu Borah

Tanujit Chakraborty

Md Shahrul Md Nadzir

Mylene G Cayetano

Shubhankar Majumdar

2024/4/8

Survival modeling using deep learning, machine learning and statistical methods: A comparative analysis for predicting mortality after hospital admission

arXiv preprint arXiv:2403.06999

Ziwen Wang

Jin Wee Lee

Tanujit Chakraborty

Yilin Ning

Mingxuan Liu

...

2024/3/4

Ten years of generative adversarial nets (GANs): a survey of the state-of-the-art

Machine Learning: Science and Technology

Tanujit Chakraborty

Ujjwal Reddy KS

Shraddha M Naik

Madhurima Panja

Bayapureddy Manvitha

2024/1/29

When Geoscience Meets Generative AI and Large Language Models: Foundations, Trends, and Future Challenges

arXiv preprint arXiv:2402.03349

Abdenour Hadid

Tanujit Chakraborty

Daniel Busby

2024/1/25

Van der Pol-informed Neural Networks for Multi-step-ahead Forecasting of Extreme Climatic Events

Anurag Dutta

Madhurima Panja

Uttam Kumar

Chittaranjan Hens

Tanujit Chakraborty

2023/10/28

Forecasting CPI inflation under economic policy and geo-political uncertainties

arXiv preprint arXiv:2401.00249

Shovon Sengupta

Tanujit Chakraborty

Sunny Kumar Singh

2023/12/30

Prediction of Transportation Index for Urban Patterns in Small and Medium-sized Indian Cities using Hybrid RidgeGAN Model

Scientific Reports

Rahisha Thottolil

Uttam Kumar

Tanujit Chakraborty

2023/12/10

Skew Probabilistic Neural Networks for Learning from Imbalanced Data

arXiv preprint arXiv:2312.05878

Shraddha M Naik

Tanujit Chakraborty

Abdenour Hadid

Bibhas Chakraborty

2023/12/10

An ensemble neural network approach to forecast Dengue outbreak based on climatic condition

Chaos, Solitons & Fractals

Madhurima Panja

Tanujit Chakraborty

Sk Shahid Nadim

Indrajit Ghosh

Uttam Kumar

...

2023/2/1

Pattern change of precipitation extremes in Bear Island

arXiv preprint arXiv:2312.04502

Arnob Ray

Tanujit Chakraborty

Athulya Radhakrishnan

Chittaranjan Hens

Syamal K Dana

...

2023/12/7

Bayesian neural tree models for nonparametric regression

Australian & New Zealand Journal of Statistics

Tanujit Chakraborty

Gauri Kamat

Ashis Kumar Chakraborty

2023/6

Thompson sampling for zero-inflated count outcomes with an application to the Drink Less mobile health study

arXiv preprint arXiv:2311.14359

Xueqing Liu

Nina Deliu

Tanujit Chakraborty

Lauren Bell

Bibhas Chakraborty

2023/11/24

Epicasting: An ensemble wavelet neural network (ewnet) for forecasting epidemics

Neural Networks

Madhurima Panja

Tanujit Chakraborty

Uttam Kumar

Nan Liu

2023/8/1

Probabilistic AutoRegressive Neural Networks for Accurate Long-Range Forecasting

Madhurima Panja

Tanujit Chakraborty

Uttam Kumar

Abdenour Hadid

2023/11/20

A New Method for Generalizing Burr and Related Distributions

Mathematica Slovaca

Tanujit Chakraborty

Suchismita Das

Swarup Chattopadhyay

2022

Knowledge-based Deep Learning for Modeling Chaotic Systems

Zakaria Elabid

Tanujit Chakraborty

Abdenour Hadid

2022/9/9

W-Transformers: A Wavelet-based Transformer Framework for Univariate Time Series Forecasting

Lena Sasal

Tanujit Chakraborty

Abdenour Hadid

2022/9/8

Stochastic forecasting of COVID-19 daily new cases across countries with a novel hybrid time series model

Nonlinear Dynamics

Arinjita Bhattacharyya

Tanujit Chakraborty

Shesh N Rai

2022/2

Searching for heavy-tailed probability distributions for modeling real-world complex networks

IEEE Access

Tanujit Chakraborty

Swarup Chattopadhyay

Suchismita Das

Uttam Kumar

J Senthilnath

2022/11/1

Nowcasting of COVID-19 confirmed cases: Foundations, trends, and challenges

Tanujit Chakraborty

Indrajit Ghosh

Tirna Mahajan

Tejasvi Arora

2022

See List of Professors in Tanujit Chakraborty University(Indian Statistical Institute)

Co-Authors

H-index: 62
Shesh N RAI

Shesh N RAI

University of Louisville

H-index: 40
Dibakar Ghosh

Dibakar Ghosh

Indian Statistical Institute

H-index: 38
CA Murthy

CA Murthy

Indian Statistical Institute

H-index: 29
Bibhas Chakraborty

Bibhas Chakraborty

National University of Singapore

H-index: 24
Chittaranjan Hens

Chittaranjan Hens

Indian Statistical Institute

H-index: 17
Uttam Kumar

Uttam Kumar

International Institute of Information Technology Bangalore

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